No matter how well designed and implemented an application may be, if the user experience sucks, the application won’t be effective. Dashboard and monitoring products in particular are often marketed and designed for different end users: analysts, business leaders, software engineers. Each user may have a different preferred interface to use the application. Analysts may often use a GUI while a data scientist may use an API or SDK. The challenge is often designing the best user experience across all of these different user interfaces.

At Arthur we’ve taken an API-first approach when designing and building our model monitoring platform…